The HAMLET-Physics 2026 conference showcases the integration of AI with physics, promoting advances in research through international collaboration, and collaboration between ML researchers and physicists. This event brings together global experts to share innovative AI applications, enhancing Denmark's position as a world leader in quantum physics, particle physics, climate science, and others.